{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "c7027d59-ced7-40b6-83c9-014057444b73",
   "metadata": {},
   "source": [
    "# Example4 - Multisetup with Pre Global Estimation Re-scaling (PreGER) method"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "48016108-c0fd-4cc3-ae15-f3e9b72cc81c",
   "metadata": {},
   "source": [
    "In this example, we'll be working with a simulated dataset generated from a finite element model of a fictitious three-story, L-shaped building. This model was created using OpenSeesPy, and the corresponding Python script can be found [here](https://github.com/dagghe/pyOMA-test-data/blob/main/test_data/3SL/model.py). \n",
    "\n",
    "As always, first we import the necessary modules. All the files needed to run this example are available [here](https://github.com/dagghe/pyOMA-test-data/tree/main/test_data/3SL)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "a302263a-e67f-4420-8491-03ecfbed1677",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "\n",
    "from pyoma2.algorithms import SSI_MS, FDD_MS\n",
    "from pyoma2.setup import MultiSetup_PreGER\n",
    "from pyoma2.support.utils.sample_data import get_sample_data"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e16c688c-1833-45e8-96ac-5c07498ea323",
   "metadata": {},
   "source": [
    "In the **preGER** merging procedure, the datasets will not be processed indipendently once at the time and merged at the end as for the **PoSER** procedure, but rather merged during the analysis process of each algorithm. \n",
    "The first step involves instantiating the ```MultiSetup_PreGER``` class and passing the list of datasets, the lists of reference sensors, and their sampling frequency. Similarly to the single setup class, also for the ```MultiSetup_PreGER``` we have access to a wide set of tools to pre-process the data and get more information regarding its quality (e.g. ```decimate_data()```, ```filter_data()```, ```plot_ch_info()``` methods)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "ba84512c-b8a7-47ec-a2a3-bab2e2aee6f3",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2025-06-09 12:26:41,706 - pyoma2.support.utils.sample_data - INFO - set1.npy already exists locally. (sample_data:49)\n",
      "2025-06-09 12:26:41,709 - pyoma2.support.utils.sample_data - INFO - set2.npy already exists locally. (sample_data:49)\n",
      "2025-06-09 12:26:41,712 - pyoma2.support.utils.sample_data - INFO - set3.npy already exists locally. (sample_data:49)\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x800 with 5 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# import data files\n",
    "set1 = np.load(get_sample_data(filename=\"set1.npy\", folder=\"3SL\"), allow_pickle=True)\n",
    "set2 = np.load(get_sample_data(filename=\"set2.npy\", folder=\"3SL\"), allow_pickle=True)\n",
    "set3 = np.load(get_sample_data(filename=\"set3.npy\", folder=\"3SL\"), allow_pickle=True)\n",
    "\n",
    "# list of datasets and reference indices\n",
    "data = [set1, set2, set3]\n",
    "ref_ind = [[0, 1, 2], [0, 1, 2], [0, 1, 2]]\n",
    "\n",
    "# Create multisetup\n",
    "msp = MultiSetup_PreGER(fs=100, ref_ind=ref_ind, datasets=data)\n",
    "\n",
    "# decimate data\n",
    "#msp.decimate_data(q=2)\n",
    "\n",
    "# Plot TH, PSD and KDE of the (selected) channels of the (selected) datasets\n",
    "_, _ = msp.plot_ch_info(data_idx=[1], ch_idx=[2])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bec2907d-8df2-40be-8e93-6745d2454c55",
   "metadata": {},
   "source": [
    "Again if we want to be able to plot the mode shapes later, then we need to define the geometry of the structure. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "7a6f9e34-2705-4940-9afa-985defb7618c",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2025-06-09 12:26:42,184 - pyoma2.support.utils.sample_data - INFO - Geo1.xlsx already exists locally. (sample_data:49)\n",
      "2025-06-09 12:26:42,184 - pyoma2.support.utils.sample_data - INFO - Geo2.xlsx already exists locally. (sample_data:49)\n"
     ]
    }
   ],
   "source": [
    "# Geometry 1\n",
    "_geo1 = get_sample_data(filename=\"Geo1.xlsx\", folder=\"3SL\")\n",
    "# Geometry 2\n",
    "_geo2 = get_sample_data(filename=\"Geo2.xlsx\", folder=\"3SL\")\n",
    "\n",
    "# Define geometry1\n",
    "msp.def_geo1_by_file(_geo1)\n",
    "# Define geometry 2\n",
    "msp.def_geo2_by_file(_geo2)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "93e03054-658f-444e-af18-b9b1220be29c",
   "metadata": {},
   "source": [
    "Now we need to instantiate the multi-setup versions of the algorithms we wish to execute, such as SSIcov."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "b51671c7-7df3-48a0-9cc7-54367d7b9d19",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2025-06-09 12:26:42,340 - pyoma2.setup.base - INFO - Running SSIcov... (base:123)\n",
      "  0%|          | 0/3 [00:00<?, ?it/s]2025-06-09 12:26:42,401 - pyoma2.functions.ssi - INFO - Assembling Hankel matrix method: cov... (ssi:89)\n",
      " 33%|███▎      | 1/3 [00:00<00:00,  3.93it/s]2025-06-09 12:26:42,656 - pyoma2.functions.ssi - INFO - Assembling Hankel matrix method: cov... (ssi:89)\n",
      " 67%|██████▋   | 2/3 [00:00<00:00,  4.46it/s]2025-06-09 12:26:42,858 - pyoma2.functions.ssi - INFO - Assembling Hankel matrix method: cov... (ssi:89)\n",
      "100%|██████████| 3/3 [00:00<00:00,  4.55it/s]\n",
      "100%|██████████| 101/101 [00:00<00:00, 13818.66it/s]\n",
      "2025-06-09 12:26:43,087 - pyoma2.functions.ssi - INFO - Calculating modal parameters for increasing model order... (ssi:628)\n",
      "100%|██████████| 51/51 [00:00<00:00, 377.04it/s]\n",
      "2025-06-09 12:26:43,378 - pyoma2.setup.base - INFO - Running FDD... (base:123)\n",
      "100%|██████████| 3/3 [00:00<00:00, 24.37it/s]\n",
      "2025-06-09 12:26:43,534 - pyoma2.setup.base - INFO - all done (base:102)\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Initialise the algorithms\n",
    "ssicov = SSI_MS(name=\"SSIcov\", method=\"cov\", br=80, ordmax=100, step=2)\n",
    "fdd = FDD_MS(name=\"FDD\", nxseg=2**11)\n",
    "\n",
    "# Add algorithms to the class\n",
    "msp.add_algorithms(ssicov)\n",
    "msp.add_algorithms(fdd)\n",
    "msp.run_all()\n",
    "\n",
    "# Plot\n",
    "_, _ = ssicov.plot_stab(freqlim=(2,18), hide_poles=False)\n",
    "_, _ = fdd.plot_CMIF(freqlim=(2,18))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b3c814f4-0db0-409f-b38c-38a01f082390",
   "metadata": {},
   "source": [
    "After the algorithms have been executed we can exctract the desired poles and plot the mode shapes."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "44a282d8-ac3f-42c8-99e0-75c06caeb772",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2025-06-09 12:26:43,695 - pyoma2.setup.base - INFO - Getting mpe modal parameters from SSIcov (base:149)\n",
      "2025-06-09 12:26:43,696 - pyoma2.functions.ssi - INFO - Extracting SSI modal parameters (ssi:1036)\n",
      "100%|██████████| 9/9 [00:00<00:00, 27941.33it/s]\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "1e4805cbfe3b4b849f1050756408e07b",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Widget(value='<iframe src=\"http://localhost:57320/index.html?ui=P_0x177a66270_0&reconnect=auto\" class=\"pyvista…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# get modal parameters\n",
    "msp.mpe(\n",
    "    \"SSIcov\",\n",
    "    sel_freq=[2.63, 2.69, 3.43, 8.29, 8.42, 10.62, 13.95, 14.1, 17.57],\n",
    "    order_in=80)\n",
    "\n",
    "# msp.mpe_from_plot(\"SSIdat\")\n",
    "\n",
    "# plot mode shapes\n",
    "_, _ = msp.plot_mode_geo1(algo_res=ssicov.result, mode_nr=1, view=\"3D\", scaleF=2)\n",
    "_ = msp.plot_mode_geo2(algo_res=ssicov.result, mode_nr=6, scaleF=2, notebook=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "d7e89b53-5b8c-4f2d-b5e8-c6ed0ccbaabf",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([ 2.62912121,  2.69251536,  3.42725538,  8.27933667,  8.40579279,\n",
       "       10.61195719, 13.97248961, 14.02437035, 17.3954682 ])"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ssicov.result.Fn"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e198383b-1fd4-4f4b-ad3e-5dc15ef43fb4",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "test",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.12.10"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
